Contact:

Phone:	+49 5121/ 883-40372
Fax:	+49 5121 / 883-40361
e-mail:

Research Projects:
Reducing Environmental Footprint based on Multi-Modal Fleet management Systems for Eco-Routing and Driver Behaviour Adaptation (REDUCTION)

Teaching Assistant:
XML and Semantic Web-Technologies (Summer 2012)
Machine Learning (Winter 2012)
Master Seminar: Data Mining for Traffic Congestion Control, Travel Time Prediction and Collision Avoidance (Summer 2013)
Machine Learning Praktikum (Winter 2013)
Machine Learning Praktikum (Summer 2014)
Big Data Analytics (Summer 2015)

Publications:

• Umer Khan, Alexandros Nanopoulos, Lars Schmidt-Thieme (2016):
  Collaborative SVM Classification in Skewed Peer-to-Peer Networks, in SIAM International Conference on Data Mining - 3rd Workshop on Mining Networks and Graphs: A Big Data Analytic Challenge (SDM-Networks 2016), Miami, USA.
• Umer Khan, Pavlos Basaras, Lars Schmidt-Thieme, Alexandros Nanopoulos, Dimitrios Katsaros (2014):
  Analyzing Cooperative Lane Change Models for Connected Vehicles, in 3rd IEEE International Conference on Connected Vehicles and Expo, Viena, Austria.
• Umer Khan, Alexandros Nanopoulos, Lars Schmidt-Thieme (2013):
  P2P RVM for Distributed Classification, in European Conference on Data Analysis (ECDA), Luxembourg.
• Umer Khan (2008):
  wFDT-Weighted Fuzzy Decision Trees for Prognosis of Breast Cancer Survivability , in In Proceedings of The 7th Australasian Data Mining Conference, Adelaide Australia , CRPIT series by Australian Computer Society, pp. 141-152.
• Umer Khan (2008):
  Predicting Breast Cancer Survivability Using Fuzzy Decision Trees for Personalized Healthcare , in In Proceedings of 30th International Conference of IEEE Engineering in Medicine and Biology, Vancouver, Canada , IEEE EMBS, pp. .
• Umer Khan (2006):
  Merging CBR and Neural Networks for SLA Based Radio Resource Management in QoS Sensitive Cellular Networks, in In Proceedings of 8th IEEE International Symposium on Autonomous Decentralized Systems, Sedona Arizona, USA , IEEE Computer Society, pp. .